Efficient long-term visual simultaneous localization and mapping via sparse prior embedding and nonlinear score-guided sparsification under memory constraints. - Daoqu Geng; Chuanlei Xu; Shuaiyong Li; Yinjie Zhang (Robotica, 2026)